From 6b672d7b541ac7a234c7f26e6778fb431c9e8218 Mon Sep 17 00:00:00 2001 From: Dhiren Reddy Date: Sat, 5 Apr 2025 18:05:22 -0400 Subject: [PATCH 1/2] Initial commit of code --- analysis.py | 30 ++++++++++++++++++++++++ extraction.py | 64 +++++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 94 insertions(+) create mode 100644 analysis.py create mode 100644 extraction.py diff --git a/analysis.py b/analysis.py new file mode 100644 index 0000000..073ad15 --- /dev/null +++ b/analysis.py @@ -0,0 +1,30 @@ +"""The following code aims to solve part 2 where in counter is used to measure the frequency of reviews with the keyword "animation" under the genre for imdb reviews. """ + +import matplotlib.pyplot as plt # Required for frequency diagram. donwloaded via terminal +from collections import Counter +from extraction import animated_movies # extract list from extracted.py for frequency diagram + +year = [movie['year'] for movie in animated_movies if movie['year'] is not None] + +""" Following code is used to extract years from extraction.py and sort them into a table for a frequency diagram""" + + +count_years = Counter(year) +sorted = sorted(count_years) +sorted_counts = [count_years[year] for year in sorted] + +# Following code used from matplotlib page for a frequency diagram + +plt.figure(figsize=(12, 6)) +plt.bar(sorted, sorted_counts, color='teal') +plt.title('Animated Movies Released Per Year') +plt.xlabel('Year') +plt.ylabel('Number of Movies') +plt.xticks(rotation=45) +plt.tight_layout() +plt.show() + + + + + diff --git a/extraction.py b/extraction.py new file mode 100644 index 0000000..68c2e8e --- /dev/null +++ b/extraction.py @@ -0,0 +1,64 @@ +from imdb import Cinemagoer # Importing the Cinemagoer class to interact with IMDb data +from datetime import datetime # Used for parsing and formatting release dates + +ia = Cinemagoer() # Creating an instance of the IMDb API client + +results = ia.search_movie('Animation') # Searching IMDb for movies with the keyword "Animation" + +animated_movies = [] # List to store filtered animated movie data + +# Loop through each search result to find animated movies +for movie in results: + try: + movie_id = movie.movieID # Extracting the unique movie ID from the result + full_movie = ia.get_movie(movie_id) # Fetching full movie details using the movie ID + + # Filtering for movies that are actually categorized as "Animation" and of type "movie" + if 'Animation' in full_movie.get('genres', []) and full_movie.get('kind') == 'movie': + # Attempt to get the release date; fallback to year if detailed date is not available + release_date = full_movie.get('original air date') or full_movie.get('year') + + parsed_date = None # Initialize parsed date variable + if isinstance(release_date, str): # If the release date is a string (e.g., "12 June 2021") + try: + # Parse the string into a date object using the expected format + parsed_date = datetime.strptime(release_date, "%d %B %Y").date() + except ValueError: + pass # If parsing fails, keep parsed_date as None + + # Append the relevant movie info to the animated_movies list + animated_movies.append({ + 'title': full_movie.get('title'), # Movie title + 'movieID': full_movie.movieID, # IMDb movie ID + 'genres': full_movie.get('genres', []), # List of genres + 'year': full_movie.get('year'), # Release year + 'release_date': parsed_date, # Parsed release date + }) + except Exception as e: + # Print any errors that occur while fetching or parsing a movie + print(f"Error fetching movie: {e}") + +# Loop through the first 10 animated movies in the list to display info and fetch reviews +for movie in animated_movies[:]: + print(f"\nšŸŽ¬ {movie['title']} ({movie['year']})") # Display movie title and year + print(f"šŸ“… Release Date: {movie['release_date']}") # Display parsed release date + print(f"šŸŽ­ Genres: {', '.join(movie['genres'])}") # Display genres as a comma-separated list + + try: + # Fetch reviews for the current movie using its IMDb ID + reviews = ia.get_movie_reviews(movie['movieID']) + review_list = reviews.get('data', {}).get('reviews', []) # Safely get the list of reviews + + # If reviews are available, print the first one (up to 300 characters) + if review_list: + print(f"šŸ“ Review: {review_list[0].get('content', '')[:300]}...\n") + else: + print("šŸ“ Review: No reviews available.\n") # Message if no reviews found + except Exception as e: + # Handle any errors that occur while fetching reviews + print(f"Could not get reviews for {movie['title']}: {e}") + + + + + From 3a0d56dd026e2b097bfe1d4ad9ad5a5f50335af4 Mon Sep 17 00:00:00 2001 From: Dhiren Reddy Date: Sat, 5 Apr 2025 22:56:20 -0400 Subject: [PATCH 2/2] Final commit for text analysis project --- Image_1.png | Bin 0 -> 47897 bytes Image_2.png | Bin 0 -> 47907 bytes Image_3.png | Bin 0 -> 48426 bytes Image_4.png | Bin 0 -> 75730 bytes Image_5.png | Bin 0 -> 51168 bytes Image_6.png | Bin 0 -> 48438 bytes README.md | 29 +++++++++++++- analysis.py | 30 -------------- extraction.py | 99 +++++++++++++++++++++++++---------------------- final_project.py | 32 +++++++++++++++ 10 files changed, 112 insertions(+), 78 deletions(-) create mode 100644 Image_1.png create mode 100644 Image_2.png create mode 100644 Image_3.png create mode 100644 Image_4.png create mode 100644 Image_5.png create mode 100644 Image_6.png delete mode 100644 analysis.py create mode 100644 final_project.py diff --git a/Image_1.png b/Image_1.png new file mode 100644 index 0000000000000000000000000000000000000000..25bbb20a42f33e33f0852dec3abd815022116079 GIT binary patch literal 47897 zcmd42hc{f`7w|1QQKNSv(W8zwddTRV=q)0Q=the{^dx$(qj!lOAv$3gi86?m=!_Af 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Project Overview: + +My goal that I aimed to achieve via the implementation of the "Text-Analysis Project" was to find out the frequency of drama films that are the top-rated films of all time. This prompt was derived from my hobby of watching films throughout my childhood and deciphering that films under the 'drama' genre tend to be rated very highly. Thus, using the .get function as well as the "counter" function, not only was I able to find the number of drama films in the top 250 films of all time, but I was also able to create a frequency diagram for their respective release dates. As suggested by the repository's instructions, I performed this via the API "Cinemagoer." + +2. Implementation: + +In order to first decipher this trend, the first objective of my code was to create an API key that could create a list of the top 250 films of all time. In this list, not only was I able to find the names of these films, but their basic information such as release dates, genres, and titles were all found and filtered into a list for future references. This list was called "top_movies". + +After this list was created, I created filters using the a for loop and if functions to find all the movies that were under the 'drama' genre. If a movie was to fall under the 'drama' genre in the top 250 movies of all time, a sublist called "drama_movies" was created with all the basic information stated above. This my curated list was not only curated but also extarcted for frequency analysis (found in the analysis.py file). Furthermore, AI advised me to create error handeling code that would output a print statement if mistakes were made during the code creation process. This small step signficantly aided me during this project as these print statement essentially created breaks in my code for debugging. + +AI was further able to showcase its importance during my prelimary research phase as it was able to point out that Cinemagoer did not allow users to filter movies by just the genre alone. Instead, a list must be created by an alternate deciding factor and thus my decision was to undertake the top 250 movies and filter them accordingly. This can be seen via Image_1 (added to the same repository) which showcases the prompt provided by ChatGPT. Furthermore, AI was able to effectively conlude that my methodlogy for Cinemagoer was the most efficient without the use of JSON (Image_2, Image_3, Image_4). As seen from Image_6, the best methodology was found using the table where in the most efficient yet detailed method was found. + +3. Results (Note: Image_5 is the final frequency diagram derived from both .py files): + +Overall, via the use of my aforementioned methodology, not only did I gain insight into the frequency of dramas that were on the top 250 movies of all time. But I was able to gauge the years in which these movies released. From Image_4, it is evident that most of widely-acclaimed films of all time tended to be released pre-2000. Furthermore, most of these films tended to revolve around major historical events such as Schindler's list or 12 Angry men. Overall, it was certain that archaic form of filmography combined with the use of historical plot progression were common recipes to create popular films. + +Lastly, it was also observed that almost none of the films in drama_movies were created in the past decade. This could hint that the modern style of filmaking was popular (i.e box office revenue) but it was not widley acclaimed in terms of Imdb ratings. This could hint that current directors aim to cater to modern audiences' tendencies such as shorter duration films with less plot progression. + +4. Reflection: +Overall, it is certain that one of the decisions that I made at the start of the project ensured that not only was my methodolgy efficient, but the prompt could be answered using the tools taught during the course. More specifically, my decision to first curate the top 250 movies of all time and then filter the subsequent data aided not only my code creation but also trouble shooting during the process. + +Additionally, I believe that using AI for troubleshooting greatly aided my work flow as it ensured that not only was I able to fix minute mistakes, but errors such as an outdated version of Cinemagoer was averted. This in turn ensured that I was able to constant develop and create an efficient code that could run for different genres without major modifications. + +Overall, after the completion of the "Text-Analysis Project" there were some major takeaways that can be implemented for the future of this course. One key takeaway was how to use AI for trouble shooting. Before, it was observed that I tended to use AI for code development and creation when I was unable to develop the code individually. However, via this project, I came to the conlusion that GenAI tools such as copilot and chatgpt were very good and finding minute mistakes and fixing formatting issues. This features not only ensured that my code could be translated to different softwares (for example using both copilot and chatgpt), but it allowed me to coherently identifying the minute mistakes that would be repeatedly used during my codes. Not only was I unaware of these mistakes in the past, but I would keep using them throughout the course which would further hinder my progress. It can be concluded that my methodologies used in this project have aided me in create a concrete procedure whenever I use python to solve my problems or address prompts during the rest of the course. -Please read the [instructions](instructions.md). +# Note: +extraction.py aims to curate the all the movies in the top 250 movies of all time that fall under the genre of drama. final_project.py aims to use extraction.py to create a frequency diagram of these films in relation to their release date. diff --git a/analysis.py b/analysis.py deleted file mode 100644 index 073ad15..0000000 --- a/analysis.py +++ /dev/null @@ -1,30 +0,0 @@ -"""The following code aims to solve part 2 where in counter is used to measure the frequency of reviews with the keyword "animation" under the genre for imdb reviews. """ - -import matplotlib.pyplot as plt # Required for frequency diagram. donwloaded via terminal -from collections import Counter -from extraction import animated_movies # extract list from extracted.py for frequency diagram - -year = [movie['year'] for movie in animated_movies if movie['year'] is not None] - -""" Following code is used to extract years from extraction.py and sort them into a table for a frequency diagram""" - - -count_years = Counter(year) -sorted = sorted(count_years) -sorted_counts = [count_years[year] for year in sorted] - -# Following code used from matplotlib page for a frequency diagram - -plt.figure(figsize=(12, 6)) -plt.bar(sorted, sorted_counts, color='teal') -plt.title('Animated Movies Released Per Year') -plt.xlabel('Year') -plt.ylabel('Number of Movies') -plt.xticks(rotation=45) -plt.tight_layout() -plt.show() - - - - - diff --git a/extraction.py b/extraction.py index 68c2e8e..3844c78 100644 --- a/extraction.py +++ b/extraction.py @@ -1,64 +1,69 @@ -from imdb import Cinemagoer # Importing the Cinemagoer class to interact with IMDb data -from datetime import datetime # Used for parsing and formatting release dates +from imdb import Cinemagoer +from datetime import datetime -ia = Cinemagoer() # Creating an instance of the IMDb API client +ia = Cinemagoer() -results = ia.search_movie('Animation') # Searching IMDb for movies with the keyword "Animation" +# Initialize the list to store animated movies +drama_movies = [] -animated_movies = [] # List to store filtered animated movie data +try: + # Fetch the top 250 movies + top_movies = ia.get_top250_movies() + print(f"Fetched {len(top_movies)} movies") -# Loop through each search result to find animated movies -for movie in results: - try: - movie_id = movie.movieID # Extracting the unique movie ID from the result - full_movie = ia.get_movie(movie_id) # Fetching full movie details using the movie ID + if not top_movies: + print("No movies fetched. Please check the API call or your internet connection.") + else: + # Loop through the fetched movies and filter by genre 'Animation' + for movie in top_movies: + try: + movie_id = movie.movieID # Get IMDb movie ID + full_movie = ia.get_movie(movie_id) # Fetch full movie details - # Filtering for movies that are actually categorized as "Animation" and of type "movie" - if 'Animation' in full_movie.get('genres', []) and full_movie.get('kind') == 'movie': - # Attempt to get the release date; fallback to year if detailed date is not available - release_date = full_movie.get('original air date') or full_movie.get('year') + # Debugging: Print movie title and genres + print(f"Processing movie: {full_movie.get('title')}, Genres: {full_movie.get('genres', [])}") - parsed_date = None # Initialize parsed date variable - if isinstance(release_date, str): # If the release date is a string (e.g., "12 June 2021") - try: - # Parse the string into a date object using the expected format - parsed_date = datetime.strptime(release_date, "%d %B %Y").date() - except ValueError: - pass # If parsing fails, keep parsed_date as None + # Check if the movie belongs to the 'Animation' genre + if 'Drama' in full_movie.get('genres', []) and full_movie.get('kind') == 'movie': + release_date = full_movie.get('original air date') or full_movie.get('year') + parsed_date = None - # Append the relevant movie info to the animated_movies list - animated_movies.append({ - 'title': full_movie.get('title'), # Movie title - 'movieID': full_movie.movieID, # IMDb movie ID - 'genres': full_movie.get('genres', []), # List of genres - 'year': full_movie.get('year'), # Release year - 'release_date': parsed_date, # Parsed release date - }) - except Exception as e: - # Print any errors that occur while fetching or parsing a movie - print(f"Error fetching movie: {e}") + if isinstance(release_date, str): + try: + parsed_date = datetime.strptime(release_date, "%d %B %Y").date() + except ValueError: + try: + parsed_date = datetime.strptime(release_date, "%Y-%m-%d").date() + except ValueError: + pass -# Loop through the first 10 animated movies in the list to display info and fetch reviews -for movie in animated_movies[:]: - print(f"\nšŸŽ¬ {movie['title']} ({movie['year']})") # Display movie title and year - print(f"šŸ“… Release Date: {movie['release_date']}") # Display parsed release date - print(f"šŸŽ­ Genres: {', '.join(movie['genres'])}") # Display genres as a comma-separated list + # Append the animated movie to the list + drama_movies.append({ + 'title': full_movie.get('title'), + 'movieID': full_movie.movieID, + 'genres': full_movie.get('genres', []), + 'year': full_movie.get('year'), + 'release_date': parsed_date, + }) + print(f"Added {full_movie.get('title')} to drama_movies list") + except Exception as e: + print(f"Error processing movie {movie_id}: {e}") +except Exception as e: + print(f"Error fetching top movies: {e}") + +# Display first 10 animated movies with reviews +for movie in drama_movies[:10]: + print(f"\nšŸŽ¬ {movie['title']} ({movie['year']})") + print(f"šŸ“… Release Date: {movie['release_date']}") + print(f"šŸŽ­ Genres: {', '.join(movie['genres'])}") try: - # Fetch reviews for the current movie using its IMDb ID reviews = ia.get_movie_reviews(movie['movieID']) - review_list = reviews.get('data', {}).get('reviews', []) # Safely get the list of reviews - - # If reviews are available, print the first one (up to 300 characters) + review_list = reviews.get('data', {}).get('reviews', []) if review_list: print(f"šŸ“ Review: {review_list[0].get('content', '')[:300]}...\n") else: - print("šŸ“ Review: No reviews available.\n") # Message if no reviews found + print("šŸ“ Review: No reviews available.\n") except Exception as e: - # Handle any errors that occur while fetching reviews print(f"Could not get reviews for {movie['title']}: {e}") - - - - diff --git a/final_project.py b/final_project.py new file mode 100644 index 0000000..2e17588 --- /dev/null +++ b/final_project.py @@ -0,0 +1,32 @@ +"""The following code aims to solve part 2 where in counter is used to measure the frequency of reviews with the keyword "drama" under the genre for imdb reviews. """ + +import matplotlib.pyplot as plt # Required for frequency diagram. donwloaded via terminal +from collections import Counter +from extraction import drama_movies # extract list from extracted.py for frequency diagram +def main(): + + year = [movie['year'] for movie in drama_movies if movie['year'] is not None] + """ Following code created to count and sort the frequency of drama films in the top 250 films of all time """ + count_years = Counter(year) + sorted = sorted(count_years) + sorted_counts = [count_years[year] for year in sorted] + + """ The following code is used to calculate the frequency mentioned above and created a frequency diagram of the number of 250 drama films released every year """ + plt.figure(figsize=(12, 6)) + plt.bar(sorted, sorted_counts, color='teal') + plt.title('Top Movies under Drama Genre every year') + plt.xlabel('Year') + plt.ylabel('Number of Movies') + plt.xticks(rotation=45) + plt.tight_layout() + plt.show() + +if __name__ == "__main__": + main() + + + + + + +